Editorial illustration for NHA selects EkaCare AI voice scribe for public health facilities
India's NHA Picks EkaCare AI to Automate Doctor Notes
NHA selects EkaCare AI voice scribe for public health facilities
The National Health Authority has picked EkaCare, a Bengaluru-based health AI startup, to build an ambient AI voice scribe for India's public health facilities. The tool is meant to cut down the paperwork doctors deal with after every patient visit, turning spoken consultations directly into structured clinical notes.
The system will run under the Ayushman Bharat Digital Mission, using NHA infrastructure built on Amazon Web Services. It listens in on doctor-patient conversations and produces notes covering complaints, medical history, medications, vital signs, lab findings, diagnosis and treatment plans, formatted according to speciality-specific templates and output in Fast Healthcare Interoperability Resources format.
Two EkaCare technologies sit behind the product: Parrotlet-A 2.5 Pro, an open-weight speech model built for Indian healthcare conversations, and Lipi, an open-source agentic system previously called Vaarta that converts spoken exchanges, medical or otherwise, into structured records. EkaCare says Parrotlet-A 2.5 Pro posted the lowest error rate among models tested in a benchmark covering 6,550 real Indian consultations across five languages.
Bhaskar Chaudhary, Chief Product Officer at EkaCare, described how the tool is meant to work in practice for doctors treating patients in their own languages.
“With the Voice Scribe, a doctor can speak with the patient in the language they are comfortable in, and a structured clinical note is ready for review when the consultation ends,” Bhaskar Chaudhary, Chief Product Officer at EkaCare, said in a statement.
Why this matters
A government health authority picking a single startup's voice-to-EMR tool for public facilities is a bigger signal than another funding round or product launch. EkaCare won through NHA's Expression of Interest process, which means there was a formal evaluation against competitors, not just a pilot handshake. For founders building clinical AI, this is the playbook: government procurement in India increasingly rewards startups that build on open frameworks rather than locked-down proprietary stacks, since NHA explicitly wants the EMR component to be adaptable by other developers and hospitals.
That's a design constraint worth copying if you're chasing public contracts. For researchers, the real test isn't the transcription itself but the multilingual accuracy claim, doctors speaking with patients in their own language is the hard problem, and public hospitals are a messier, lower-resource environment than the private clinics where most ambient scribes get built and tested. Watch whether EkaCare publishes real deployment numbers and error rates from these facilities, not just the NHA announcement.
A government logo is not the same as a product that holds up in a crowded outpatient ward in rural India.
Related Reading
LLMs & Generative AI ChatGPT's 'Nerdy' tweak rewards goblin metaphors in answers, study finds
LLMs & Generative AI Google to End Free Access to Gemini AI for Non-Subscribers
LLMs & Generative AI AI Engineers Face Rising Costs, Need New Strategies for Efficiency
From Archives Gemini Decisions API cuts costs nearly 5x by billing zero output tokens
From Archives OpenAI invites brands to set up shop in ChatGPT amid AI Futures Project research
Common Questions Answered
What is EkaCare's ambient AI voice scribe and how does it work in public health facilities?
EkaCare's ambient AI voice scribe is a tool that listens to doctor-patient conversations and automatically converts them into structured clinical notes without requiring manual documentation. The system allows doctors to speak with patients in their preferred language and generates ready-to-review clinical notes immediately after the consultation ends, significantly reducing paperwork burden in public health facilities.
Under which government initiative will EkaCare's voice scribe be deployed?
The voice scribe system will operate under the Ayushman Bharat Digital Mission, which is India's government health initiative. The infrastructure is built on Amazon Web Services and managed by the National Health Authority to ensure scalability across public health facilities.
How did EkaCare win the contract with the National Health Authority?
EkaCare was selected through the NHA's formal Expression of Interest process, which involved a structured evaluation against competing startups rather than just a pilot arrangement. This formal government procurement process signals that EkaCare's solution met specific criteria and was chosen competitively among other clinical AI vendors.
Why is the NHA's selection of EkaCare significant for clinical AI startups in India?
Government health authorities picking a single startup's voice-to-EMR tool for public facilities represents a major validation beyond typical funding rounds or product launches. This procurement decision demonstrates that Indian startups building clinical AI on open frameworks rather than proprietary systems have a viable pathway to large-scale government adoption.
Further Reading
- EkaCare selected as tech partner for National Health Authority's Ambient AI-enabled Voice Scribe solution for doctors - The Economic Times
- National Health Authority Selects EkaCare AI Voice Scribe - The Outpost
- Eka Care: AI-Native Health OS - EkaCare
- Eka Care Uses Generative AI to Create Better Health Outcomes for Doctors - Amazon Web Services
- Future of Clinical Documentation Improvement With EkaScribe - EkaCare
